To accelerate the inverse design of heterostructured metal matrix composites, a closed‐loop scientific machine learning framework integrates continual learning prediction with NSGA‐II‐PMCP optimization. The framework maps microstructural descriptors to strength, toughness, and modulus, expands high‐quality Pareto solutions, and guides experimentally ...
Zhiyan Zhong +11 more
wiley +1 more source
MSFE-YOLO: A Steel Surface Defect Detection Algorithm Integrating Multi-Scale Frequency Domain and Defect-Aware Attention. [PDF]
Su S +5 more
europepmc +1 more source
Deconstruction of Human Age‐Related Cataract Capsules Defines Aging
We generate a comprehensive atlas of age‐related cataracts (ARC) at a single‐cell resolution, encompassing three disease states—mild cataract group (Mild), severe cortical cataract group (Severe_C), and severe nuclear cataract group (Severe_N). We find that ARC involves seven distinct lens capsule cell types, with notable differences in cellular ...
Qiaomei Tang +9 more
wiley +1 more source
Anisotropic Mechanical Properties of 3D Printed Low-Carbon Concrete and Connection Strategies for Large-Scale Reusable Formwork in Digital Construction. [PDF]
Zhu B, Qi M, Chen W, Pan J.
europepmc +1 more source
Single‐cell transcriptomics of soybean roots soon after rhizobial inoculation reveals epidermal and cortical cell‐specific programs and gene‐regulatory networks acting in symbiosis establishment. We identify an ethylene‐driven regulatory circuit involving WRKY6.3/6.4 transcription factors targeting select Nod19 genes that promotes infection‐thread ...
Yongbin Zhuang +17 more
wiley +1 more source
Design of multi-mode intelligent system architecture for surface defect detection of steel based on cloud technology. [PDF]
Ren F +5 more
europepmc +1 more source
Carbon Fixation from Industrial Flue Gas via CO<sub>2</sub> Mineral Carbonation: Principles, Technical Advances, and Future Directions. [PDF]
Sun Y +8 more
europepmc +1 more source
Modular Open-Source Stirred Tank Reactor (MOSTR), an Internet of Things (IoT) system for engineering education. [PDF]
Bangert K, Browncross E, Omar C.
europepmc +1 more source
Image-based detection of bolts and bolt-missing defects in multi-angle and complex background scenarios. [PDF]
Gu Y, Peng D, Song J, Ren S, Kong C.
europepmc +1 more source

